Comments (3)
Hi,
Unfortunately no, as Blazepose is a single pose model.
from depthai_blazepose.
Do you think that people detection with Yolo can solve the problem? By using Yolo we could get the image cropped on the single person and then pass the various frame to MediaPipe.
from depthai_blazepose.
Sure, if the people in the image are clearly separated in the image, we can apply the landmark regression model on each detected person, it will work fine. And no need to use yolo, the mediapipe pose detection model works well enough. The problem comes when there are 2 people close to each other, more precisely when a 2nd person appears in the boudning rotated rectangle around the first person detected. In this case, the landmark regression model gets confused and can associate landmarks (of the first person) with 2nd parson body parts. It is something you can try by yourself on this older repo: https://github.com/geaxgx/openvino_blazepose
It runs blazepose on openvino so you can use it with a webcam for instance. There is a --multi_detection
flag to force multiple person detection.
from depthai_blazepose.
Related Issues (20)
- how to specify IP address of OAK-D Pro HOT 7
- using IR LED and mono cameras for skeleton detection HOT 15
- run as standalone network device on OAK-D Pro POE HOT 3
- [ImageManip(7)] [error] Invalid configuration or input image -skipping frame HOT 21
- Input for landmark regression too small HOT 2
- How to replace ColorCamera with XLinkIn node? HOT 1
- AttributeError: 'depthai.node.Script' object has no attribute 'setScriptData' HOT 1
- align the person HOT 9
- RuntimeError: No available devices HOT 6
- Error in the edge mode HOT 3
- 'Couldn't read data from stream: 'manager_out' (X_LINK_ERROR)'
- What is the max FPS for real time pose estimation? HOT 1
- 'Couldn't read data from stream: 'manager_out' (X_LINK_ERROR)' on OAK-D S2, M1 Mac
- glitchiness HOT 1
- Renderer Argument -3 World Attribute Error
- Out of Memory Error
- requirements.txt update for RPi4
- Device not recognized for OAK-D W OV9782
- Wrong 3d hand pose
- Question about getting spatial data of each landmark
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.
from depthai_blazepose.